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zhixin yang's Projects

dcs22 icon dcs22

cooperative tasks optimization for multi agents system

lightning-mcqueen icon lightning-mcqueen

Implementation of an AMCL localization algorithm + path planning + obstacle avoidance, applied to a real world robot

mobile-robot-path-planning icon mobile-robot-path-planning

Path planning of a single robot based on grid map, using ACO, ACO+GA, SSA, ISSA algorithm.The four algorithm codes are being sorted out. The data file is the result of the algorithm. We will upload the code as soon as possible.

multi-agent icon multi-agent

This is the multiagent project done by Jason and Prof. Zheng

nn_mpc icon nn_mpc

Neural network-based (NN) Model Predictive Control (MPC) algorithm to control a multi-agent system (MAS) with stochastic communication topology.

path_planning icon path_planning

this is a base environment that allows for testing multiple path planning algorithms with different goal locations, and filtering algorithms

pathfinding icon pathfinding

寻路算法整理,自己使用java实现完整代码及性能测试

prm_astar icon prm_astar

Path planing of mobile robot using Probabilistic Roadmap Method and A* Algorithm

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